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MLlib includes many machine learning algorithms such as classification, regression, clustering and collaborative filtering and useful tools such as featurization, machine learning pipelines, statistics and linear algebra utilities.
For those women who do make it through the clogged-up pipeline, the statistics around promotion are not encouraging.
The lawyer noted, however, that there were several cases in the pipeline and that statistics can be misleading because of the complexity and time-consuming nature of such prosecutions.
But the accident has supporters of the stalled Keystone XL pipeline project brandishing statistics that purport to show a superior safety record of pumped oil shipment over that carried by rail.
The frequency distributions were built for each of the five fish using our pipeline via the Statistics::Descriptive CPAN package and plotted using custom-made R scripts.
The pipeline implements statistical approaches to compute the cutoffs, but the user is free to implement and use their own statistics.
To take it a step further, according to USDOT statistics, pipelines are 451 times safer than rail on a per-mile basis.
Supplementary Figure 4 Cohesin HiChIP pipeline and read-depth statistics.
"We've backtracked," says Scovell. "My sense is there are more women at the top, but fewer coming up the pipeline". Given the dire statistics, there may be a vicious circle at work: Women who hear that the television industry is not welcoming to them may be less likely to become part of it in the first place.
According to European accident statistics, 52% of pipeline accidents in European were due to third-party external damage during 1984 1992 (Dong 2015); 40.4% in the USA and Europe according to the PHMAS latest statistics.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com